TW200419629A - A wafer start plan scheduling method for an IC foundry - Google Patents

A wafer start plan scheduling method for an IC foundry Download PDF

Info

Publication number
TW200419629A
TW200419629A TW092115511A TW92115511A TW200419629A TW 200419629 A TW200419629 A TW 200419629A TW 092115511 A TW092115511 A TW 092115511A TW 92115511 A TW92115511 A TW 92115511A TW 200419629 A TW200419629 A TW 200419629A
Authority
TW
Taiwan
Prior art keywords
integrated circuit
manufacturing
wafer
scope
item
Prior art date
Application number
TW092115511A
Other languages
Chinese (zh)
Other versions
TWI222664B (en
Inventor
Kan Wu
Chiang-Chou Lo
Po-Chun Lai
Hsu-Jen Chen
Ming-Jeng Jian
Wei Jai Hung
Original Assignee
Taiwan Semiconductor Mfg
Priority date (The priority date is an assumption and is not a legal conclusion. Google has not performed a legal analysis and makes no representation as to the accuracy of the date listed.)
Filing date
Publication date
Application filed by Taiwan Semiconductor Mfg filed Critical Taiwan Semiconductor Mfg
Publication of TW200419629A publication Critical patent/TW200419629A/en
Application granted granted Critical
Publication of TWI222664B publication Critical patent/TWI222664B/en

Links

Classifications

    • GPHYSICS
    • G06COMPUTING; CALCULATING OR COUNTING
    • G06QINFORMATION AND COMMUNICATION TECHNOLOGY [ICT] SPECIALLY ADAPTED FOR ADMINISTRATIVE, COMMERCIAL, FINANCIAL, MANAGERIAL OR SUPERVISORY PURPOSES; SYSTEMS OR METHODS SPECIALLY ADAPTED FOR ADMINISTRATIVE, COMMERCIAL, FINANCIAL, MANAGERIAL OR SUPERVISORY PURPOSES, NOT OTHERWISE PROVIDED FOR
    • G06Q10/00Administration; Management
    • G06Q10/08Logistics, e.g. warehousing, loading or distribution; Inventory or stock management
    • G06Q10/087Inventory or stock management, e.g. order filling, procurement or balancing against orders

Landscapes

  • Business, Economics & Management (AREA)
  • Economics (AREA)
  • Engineering & Computer Science (AREA)
  • Marketing (AREA)
  • Quality & Reliability (AREA)
  • Finance (AREA)
  • Entrepreneurship & Innovation (AREA)
  • Human Resources & Organizations (AREA)
  • Accounting & Taxation (AREA)
  • Operations Research (AREA)
  • Development Economics (AREA)
  • Strategic Management (AREA)
  • Tourism & Hospitality (AREA)
  • Physics & Mathematics (AREA)
  • General Business, Economics & Management (AREA)
  • General Physics & Mathematics (AREA)
  • Theoretical Computer Science (AREA)
  • General Factory Administration (AREA)
  • Management, Administration, Business Operations System, And Electronic Commerce (AREA)

Abstract

A wafer start plan scheduling method for an IC foundry. First, daily reasonable WIP is determined for a bottleneck equipment. Then, daily wafer start quantity is determined according to an overall capacity limit and an MPS target requirement of the IC foundry and the daily reasonable WIP of the bottleneck equipment. Afterward, a critical ratio is calculated for each of a plurality of lots, and to schedule the lots according to the corresponding critical ratio and the daily wafer start quantity, so as to generate the wafer start plan for the IC foundry. Finally, the wafer start plan is adjusted according to a production limit of each lot.

Description

200419629200419629

P1 &發Λ係有關於—種晶圓下ftu(w*Start 發明所屬之技術領域 ° an且特〜丨古法a與積體電路產品製造方法及其積體電路產 口口,且特別有關於一種可去旦+ 枚制、止广> « j M ^里需未與供應能力之積體電 路氣k廠之晶圓下貨計書丨|由卩p七、+ ..β # Λ ^ ^ 排私方法與積體電路產品製造方 法及其積體電路產品。 先前技術 ,了追求永縯經營之目標,企業必須不斷提升自身的 競肀力,而企業競爭力係取決於顧客滿意度以及企業生產卟 力一者其中生產力源於生產工廠的責任範圍,而產能管 理又,左右生產力的最大因素。以目前攀濟產業不景氣以 ,競爭優勢提升不易的環境中,企業内參更需對於產能的· 官理與4控更加精準與有效,換言之,条業必須確保目前 既有之產能,並藉由有效管理產能來提高企業整體之獲利* 與競爭力。 相同地,對於積體電路製造廠(1〇 Foundry)而言,如 何有效管理與充分利用產能來滿足客戶需求,卻不增加半 製品的損耗成本,亦已成為積體電路製造廠所追求的重要 S標之一。 f 一般來說,積體電路製造廠中的晶圓下貨方式可以分 為兩類型的方法,MRP(Material Requirement Planning 材料需求計劃)與CONWIP(Constant Wafer In Process 常 態在製品)。其中,MRP為一種逼迫型系統(pushP1 & hair is related to a kind of wafer under ftu (w * Start invention belongs to the technical field ° an and special ~ 丨 ancient method a and integrated circuit product manufacturing method and integrated circuit production port, and particularly Related to a kind of delistable + fabrication, Zhiguang > «j M ^ Requirement of the integrated circuit gas factory's wafer offloading book 丨 | by 卩 p 七 、 + ..β # Λ ^ ^ Exclusive method, integrated circuit product manufacturing method and integrated circuit product. Prior technology, the pursuit of the goal of Yongyan operation, the company must continuously improve its own competitiveness, and the competitiveness of the company depends on customer satisfaction The productivity of a company and the production capacity of the company are the responsibility of the production plant, and the capacity management is the biggest factor that affects the productivity. In the current economic downturn in Panji, and the competitive advantage is not easy to improve, the internal reference of the company has changed. It is necessary to be more precise and effective in terms of capacity management and management. In other words, the industry must ensure the existing capacity and improve the overall profitability and competitiveness of the enterprise by effectively managing capacity. Body Circuit Manufacturing (10Foundry), how to effectively manage and make full use of production capacity to meet customer demand without increasing the cost of half-products has also become one of the important S standards pursued by integrated circuit manufacturers. F Generally speaking There are two types of wafer offloading methods in integrated circuit manufacturing plants: MRP (Material Requirement Planning) and CONWIP (Constant Wafer In Process). Among them, MRP is a forced system (Push

0503-8882TW(Nl) ; TSMC2002.〇737;yianhou.ptd 第 6 頁 200419629 五、發明說明(2)0503-8882TW (Nl); TSMC2002.〇737; yianhou.ptd page 6 200419629 V. Description of the invention (2)

System),其依據需求計割 批貨(Lot)至廠房中進行1(理Plan)放出⑽ 情況,MP所產生的生;。由於MRP並不考慮廠房内的 荷,使得廠内在製品大Λ 會任意地超出廠房的負 損失。 罝隹積’從而造成製造廠的不必要 s t另「方1面,C〇NWIP為一種獲得型系統(Pu11 System),其依據事先定羞 房中進行處理。⑽WIP粗略 V口/二來放出批貨至廠 並未考慮客戶需求,且d:::;房内的情況’但其 MRP與C0NWIP之晶圓下貨方式% 用^造廠產能。由於 此 禾有效同時滿足客戶端盥廄虑唑从十 求,亦無從考量雙方對於產能需求之平,機制礙房…System), which cuts the batch of goods (Lot) into the factory building according to the demand and performs 1 (Plan) release, the situation generated by MP; Because MRP does not consider the load in the factory building, the internal product of the factory will arbitrarily exceed the negative loss of the factory building. This has resulted in unnecessary unnecessary changes in the manufacturing plant. On the other hand, COWIP is a type of acquisition system (Pu11 System), which is processed in accordance with a predetermined room. ⑽ WIP roughly V port / 2 to release the batch The delivery to the factory did not take into account customer needs, and d :::; the situation in the house 'but its MRP and C0NWIP wafer offloading method% used the factory capacity. Because this product is effective and can also meet the client ’s bathroom contamination From the ten requirements, it is impossible to consider the level of demand for production capacity by both parties, and the mechanism hinders the house ...

.-V . ·、$ 發明内容 | 有鑑於此,本發明之主要目的為提供一、 :與供應能力之積體電路製造廠之晶圓下貨計劃::㊁需 本發明之另一目的為提供一種可以依呈 旦 &lt;1 與供應能力之晶圓下貨計劃製造積體電路產;、:::需求 產品製造方法及其積體電路產品。 之積體電路 為了達成本發明之上述目的,可藉由本 積體電路製造廠之晶圓下貨計劃排程方法^ ^ ^棱供之 製造方法及其積體電路產品來達成。 一積體電路產品 依據本發明實施例之積體電路製造廠之晶圓下貨叶割 0503-8882TW(Nl) ; TSMC2002-0737;yianhou.ptd 第7頁 ’決定瓶 電路製造 、與瓶頸 廠每曰之 率,且依 之晶圓下 體電路製 產限制調 造廠每曰 輸出目標 者。其中 當曰之晶 主生產排 下貨目標 頸機台 廠中之 機台每 晶圓下 貨數量 造廠之 整晶圓 之晶圓 需求、 ’主生 圓下貨 程輸出 數量加 五、發明說明(3) 排程方法,首先 接著,依據積體 程輸出目標需求 定積體電路製造 每一批貨之危急 電路製造薇每日 程’從而完成積 據每一批貨之生 積體電路製 制、主生產排程 製品水位之最小 體電路製造廠中 計劃調整之後, 廠中當日之晶圓 目標數量。 每曰之合理在製 整體產能限制、 曰之合理在製品 貨數量。之後, 批貨之危急率大 ’由小至大將抵 晶圓下貨計劃。 下貨計劃。 下貨數量為整體 與瓶頸機台每日 產排程輸出目標 目標數量,且當 目樣需丨求為積體 上過去:未達成之 品水位。 主生產排 水位,決 計算相應 小與積體 貨進行排 最後,依 產能限 之合理在 需求為積 晶圓下貨 電路製造 晶圓下貨.-V. ·, $ Summary of Contents | In view of this, the main purpose of the present invention is to provide a wafer pick-up plan for integrated circuit manufacturing plants with integrated supply capabilities:: Need another object of the present invention is Provide a method for manufacturing integrated circuit products according to the wafer off-load plan of <1 and supply capacity; and ::: demand product manufacturing method and integrated circuit products. Integrated Circuit In order to achieve the above-mentioned object of the invention, the manufacturing method and integrated circuit product of the wafer supply plan scheduling method of the integrated circuit manufacturing factory ^ ^ ^ can be achieved. An integrated circuit product according to an embodiment of the present invention of the integrated circuit manufacturing plant under the wafer leaf cut 0503-8882TW (Nl); TSMC2002-0737; yianhou.ptd page 7 'decide bottle circuit manufacturing, and bottleneck factory each According to the rate, and the wafer lower body circuit production limit production factory every day output target. Among them, the main production line of the current production line of the target crystal neck machine factory, the number of wafers per wafer, the wafer demand of the manufacturer, the number of shipments under the main birth circle plus five, the description of the invention (3) Scheduling method, first of all, according to the target output of the integrated process, determine the critical circuit of the integrated circuit to manufacture each batch of goods, and then complete the daily production of the integrated integrated circuit system based on each batch of goods. The target volume of wafers on the day in the factory after the planned adjustment in the minimum bulk circuit manufacturing plant for the main production schedule product level. Reasonable in-process production capacity limit per day, reasonable work-in-process quantity. Afterwards, the criticality rate of shipments will be reduced to the wafer offloading plan from small to large. Loading plan. The delivered quantity is the overall target output quantity of the daily production schedule of the bottleneck machine, and when the item needs to be integrated, the past: unsuccessful product water level. The main production drainage level must be calculated to calculate the corresponding small and integrated goods. Finally, according to the reasonable capacity limit, the demand is to load the wafer, circuit manufacturing, and wafer discharge.

此外,依據本發明實施例之積體電路產品製造 首先,決定瓶頸機台每日之合理在製品水位。接 積體電路製造廠中之整體產能限制、i生產排程輸出:標 需求、與瓶頸機台每日之合理在製品水位,決定積體電ς 製造廠每日之晶圓下貨數量。之後,計算相應每一批貨之 危急率,且依據每一批貨之危急率大小與積體電路製造廠 每日之晶圓下貨數量,由小至大將批貨進行排程,從而完 成積體電路製造廠之晶圓下貨計劃,並依據每一批貨之$ 產限制調整晶圓下貨計劃。最後,依據晶圓下貨計劃來將In addition, in the manufacture of integrated circuit products according to the embodiments of the present invention, first, the daily work-in-process water level of the bottleneck machine is determined. The overall capacity limit in the integrated circuit manufacturing plant, the output of the production schedule: standard demand, and the daily reasonable work-in-progress water level of the bottleneck machine determine the daily wafer offload quantity of the integrated circuit manufacturing plant. After that, calculate the critical rate of each batch of goods, and schedule the batches from small to large according to the criticality of each batch and the daily wafer shipment quantity of the integrated circuit manufacturer. Wafer drop-off plan of integrated circuit manufacturing factory, and adjust the wafer drop-off plan according to the production limit of each lot. Finally, according to the wafer offloading plan,

200419629 五、發明說明(4) 相應之批貨進行下貨,以製造相應之積體電路產品。 實施方式 在實際的情況中,晶圓下貨計劃必須依據每月的 MPS(Master Production Schedule 主生產排程)目標、廠 房的前端(Front-End)機器狀態、線上在製品狀況、客戶 要求與人為經驗來決定。 因此,為了平衡來自需求與供應的需要,本發明提出 四項積體電路製造廠中晶圓下貨計劃排程必須考^的因 子:(1)危急率(Critical Ratio,C/R)、(2)MPS輸出目標 需求、(3)產能限制(Capacity Limit)、與(4)前端平衡75 (Front End Line Balance),分別說明於下。 (1)危急率(C/R) 危急率(C/R)係用以評估每一批貨的急迫程度來令人 其出貨時程。危急率(C/R)係距離交貨日期的剩餘 : 完成產品時間的比率,其公式如下: al、 C / R = ( Μ P S日期-W / S日期)/ (預測週期時間) 其中’ 、、MPS日期〃可以是MPS中所產生0之交 或交貨曰期扣去一緩衝時間(如交貨日期的前兩 日期’ AW/S日期”係晶圓下貨的時間;、預測週期時’口 包括一產品所需之生產時間(Run Time)與/或一 ^ 可以 (Queue Time),其中每一產品具有不同之生產聍/、時間 待時間可以透過模擬得知。 且等200419629 V. Description of the invention (4) Dispatch the corresponding batch to manufacture the corresponding integrated circuit products. Implementation In actual situations, the wafer off-load plan must be based on the monthly MPS (Master Production Schedule) target, the front-end machine status of the plant, the status of online work in progress, customer requirements and human Experience to decide. Therefore, in order to balance the needs from demand and supply, the present invention proposes four factors that must be considered in the scheduling of wafer offloading in integrated circuit manufacturing plants: (1) Critical Ratio (C / R), ( 2) MPS output target demand, (3) Capacity Limit, and (4) Front End Line Balance (75) are explained below. (1) Critical rate (C / R) The critical rate (C / R) is used to evaluate the urgency of each shipment to make it a shipment schedule. The critical rate (C / R) is the remainder from the delivery date: the ratio of the finished product time, the formula is as follows: al, C / R = (Μ PS date-W / S date) / (forecast cycle time) where ', 、 MPS date 〃 can be the turn of 0 generated in MPS or the delivery date is deducted by a buffer time (such as the first two dates of the delivery date 'AW / S date' is the time when the wafer is unloaded; 'The mouth includes the production time (Run Time) and / or one (Queue Time) required for a product, where each product has a different production time, and the time to wait can be known through simulation.

200419629 五、發明說明(5) 注意的疋,在批貨生產過程中,危急率(c / R )係可以 動態改變的。當批貨生產過程中,危急率(C/R)的公式 為,C/R = (MPS日期-目前日期)/(預測週期時間—目前曰 期)。當危急率(C/R)介於之間時,代表此批貨已經若 後進度;當危急率(C/R)大於i時,代表此批貨已經超前進 度·’而當危急率(C/R)等於i時’代表此批f精確地符合進 度。 由於週期時『係依據廢房内的狀況來計算, 因此,危急'率(C/R)可以反應需求與供應的需要。秋而, 由於廠房内的狀況係動態改變地’舉例來說,#果廠房内 的前端充滿在製品時,尚未開始之批貨的 間&quot;將會非常長,因此一肽批貨的产n ^ 』以期^ 近於i甚至小W。此時,:U=i:fC/R)可能會接 在製品麥塞的情形將會更加嚴重,此兴^都^即地放出’ 趕上排程,只會破壞廠房平匕=不會協助批貨來 巧丁何興增加廠房操 此,晶圓下貨計劃方法並不能僅考慮此因素。 (2) MPS輸出目標需求 晶圓下貨計劃可以利用需灰眘祖r 固定的週期時間來計算。一簡單的例剧 里與日期)與 此情況中,產品A的週期時間間為早J例::第1圖所示。在 為6天。 专門為8天,且產品B的週期時間 在實際的情況中,由於產能與需求奎 MPS每月的輸出數量與在當月中* °十旦並不對應, 田乃中而要產出之批貨的總數量200419629 V. Description of the invention (5) Note that during the batch production process, the critical rate (c / R) can be dynamically changed. During batch production, the formula for the critical rate (C / R) is: C / R = (MPS date-current date) / (forecast cycle time-current date). When the critical rate (C / R) is between, it means that the shipment has progressed in the future; when the critical rate (C / R) is greater than i, it means that the shipment has exceeded the schedule. When / R) is equal to i, it means that this batch of f exactly meets the schedule. Since the period is calculated based on the conditions in the abandoned house, the critical rate (C / R) can reflect the demand and supply demand. In autumn, because the conditions in the plant are dynamically changing, for example, #The front end of the plant is full of work in progress, and the interval between the batches that have not yet begun will be very long, so the production of a peptide batch ^ "In the hope ^ is close to i or even small W. At this time, U = i: fC / R) may be connected to the product. The situation will be more serious. This will be released immediately to catch up with the schedule, which will only damage the factory building. It will not help. Appropriate shipments to Qiaoding Hexing increased factory operations, and wafer offloading planning methods cannot only consider this factor. (2) MPS output target demand The wafer delivery plan can be calculated using a fixed cycle time that requires careful consideration. A simple example (with the date and time) and in this case, the cycle time of product A is early J Example :: shown in Figure 1. At 6 days. It is specially designed for 8 days, and the cycle time of Product B is in the actual situation. Due to the production capacity and demand, the monthly output of MPS does not correspond to the ten days in the current month. The total amount

200419629 五、發明說明(6) 並不對應。然而,當上述條件一致且—整合的系統建立 時,MPS輸出目標需求的因子可以不必要且被危急率(C/R) 來包含。 (3)產能限制(Capacity Limit) 除了需求要求之外’廠房情況也應該進行考慮來產生 一完整且有效的晶圓下貨計劃。廠房產能限制(CapacUy200419629 V. Invention description (6) does not correspond. However, when the above conditions are consistent and-an integrated system is established, the factor for MPS output target demand can be unnecessary and included by the critical rate (C / R). (3) Capacity Limit In addition to demand requirements, the plant conditions should also be considered to produce a complete and effective wafer offloading plan. Plant capacity limit (CapacUy

Limit)與前端平衡(Front End Line Balance)為兩基本因 子,其被考量來反應實際的廠房情況。 由於機器狀態、在製品概況(P r 〇 f i 1 e )、與操作人員 的效率一直在改變,廠房的產能係動態改變地'。為了有效 地反應廠房的動態情況,至少四種產能限制必須考慮。 (a)特疋工具(Tool)群組的產能限制(c 0 n s tr a i η七) 在特定的產品結合(Mixes)下,一些特定的工具群組 可能會變成廠房中的瓶頸。舉例來說,如果記憶體產品太 多時,餘刻(Poly-Etcher)可能會變成瓶頸。此外,當覆 蓋(Over lay)為黃光(Photo)區的問題時,掃描器的負栽平 衡亦需要來維持。為了預防機器過載,無論藉由模擬或是 簡單靜態模型(S i mp 1 e S t a t i c Mod e 1),這些產能限制都 必須考量。 (b)爐管(Furnace)批次(Batch)大小最佳化 在半導體前端晶圓製程中,利用許多爐管來在晶圓Limit and Front End Line Balance are two basic factors, which are considered to reflect actual plant conditions. As machine conditions, work in progress profiles (Pr0fi1e), and operator efficiency have been changing, the plant's production capacity has changed dynamically. In order to effectively reflect the dynamics of the plant, at least four capacity limits must be considered. (a) Capacity limit of special tool group (c 0 n s tr a i η) Under certain product combinations (Mixes), some specific tool groups may become bottlenecks in the plant. For example, if there are too many memory products, Poly-Etcher may become a bottleneck. In addition, when the overlay is a problem with the yellow area, the scanner's load balance needs to be maintained. To prevent machine overload, whether through simulation or a simple static model (S i mp 1 e S t a t i c Mod e 1), these capacity limits must be considered. (b) Furnace batch size optimization In the semiconductor front-end wafer manufacturing process, many furnace tubes are used to

200419629 五、發明說明(7) 特定的薄膜。爐管具有最大批次尺寸與長時間處理的 CA范隹為了充分利用爐管,使用相同配方(ReCiPe)的批貨 …集合在一起形成為批次來同時進行處理。 (c)黃光光罩(Mask)限制 ^工具可使用且黃光光罩備妥時批貨才可以開始在工 :ί行。每一產品對於每一黃光層具有其自身特定的光 區二制Ϊ同時有許多批貨使用相同的光罩,將會造成黃光 的壅塞,當許多步進機(stepper)與掃描器可用 古,批貨卻需要因為光罩不足而等待。依據經驗,一個具 光罩組(Set)的產品一天建議不能放出超過1 2個批 &gt; 0 (ύ)整體產能限制 制炎=需求端的MPS輸出目標需求不同,整體產能限 居连At : ?端σ理的月輸出與週期時間目標可以依據薇 八々· +… ill:y)產生。此外,依據Little + 期時間=產出率(Thr〇ughPut Rate),當 m期λ目標知道時,需要的在製品水位 义二彳以^算付知。晶圓下貨計劃必須嘗試來調整目 刖在製印水位來達到需求的在製品水位。 整體產能限制可以利用槿楹 &lt; ⑷^ Juristic)估算來計算。用以^/者计仕劃㈣算、與啟發/ 在製品數為8_〇、本月之目前而言’假設目别 曰則產出率為i 2 〇 〇晶圓/日、週200419629 V. Description of the invention (7) Specific film. Furnace tube has the largest batch size and long-term processing. CA Fanyu In order to make full use of the furnace tube, batches with the same formula (ReCiPe) are assembled together to form a batch for simultaneous processing. (c) Restrictions on the yellow light mask (Mask) ^ The tools can be used and the shipment can only start when the yellow light mask is ready: 行. Each product has its own specific light region for each yellow light layer. There are many batches of goods using the same photomask at the same time, which will cause yellow light congestion. When many steppers and scanners are available In ancient times, shipments had to be waited for due to insufficient masks. According to experience, it is recommended that a product with a mask set (Set) cannot release more than 12 batches in one day &gt; 0 (ύ) overall capacity limitation system inflammation = MPS output demand on the demand side is different, the overall capacity limit is at At:? The monthly output and the cycle time target of the terminal sigma can be generated according to Wei Ba々 · + ... ill: y). In addition, according to Little + period time = ThrughPut Rate, when the λ target of m period is known, the required WIP level is calculated by ^ calculation. The wafer unloading plan must attempt to adjust the target in-printing water level to achieve the required WIP level. The overall capacity limit can be calculated using Hibiscus &lt; ⑷ ^ Juristic) estimates. Use ^ / person to calculate official plan calculation, and inspiration / number of work in progress is 8_〇, this month's current situation 'assuming that the output rate is i 2 00 wafer / day, week

200419629 五、發明說明(8) 期時間目標為2· 2曰/層、且下個月需求的產出率為4〇〇〇〇 晶圓/月。依據L i 111 e公式,需求的在製品=週期時間χ產 出率= 2.2x40000 = 88000。因此,為了在月中(15日)來達 到需求的在製品數量,下個月第一天的晶圓下貨量 =(88000-80000)/15+1200=1733 〇 另外,對於啟發式估算而言,假設瓶頸在黃光區、週 期時間目標為2.2曰/層、且產出率為40000晶圓/月。依據 Li tt le公式,在製品=週期時間X產出率=2. 2 X 40000 = 88000。因此,轉換為黃光層來計算·· 88〇〇〇 χ (平 均批貨的層數/ 2 )=所有批貨剩下的層數+晶圓下貨量χ平 均批貨的層數。因此,可以得到晶圓下貨量。 (4)前端平衡(Front End Li 在半導體廠中,前端在 巨幅地波動。如前所述,爐 處理的特性。因此,當一個 製品的數量將會快速累積。 在計算前端合理的在製 被驗明(I d e n t i f y),其必具 在製品通常會在前端機台前 在晶圓下貨與瓶頸工具間的 或歷史在製品資料預測。最 下鈇計劃需調整目前在製品 第2圖係顯示依據本發弓 ie Balance) * .·*·_ ^ .... &gt; · 人 製品通常會ΐ!爐管的不穩定而 管具有最大批次尺寸與長時間 爐管不穩定時’ 一短時間内在 品水位之前,前端瓶頸必須先 有高使用率或大變異性,因此 累積。當瓶頸工具驗明之後, 合理在製品水位可以透過模擬 終,如同整體產能限制,晶圓 水位來達到合理在製品水位。 ^實施例之積體電路製造廠之200419629 V. Description of the invention (8) The time target is 2.2 seconds / layer, and the output rate required for next month is 40,000 wafers / month. According to the Li i 111 e formula, the required work-in-progress = cycle time x output rate = 2.2x40000 = 88000. Therefore, in order to achieve the required number of work in progress in the middle of the month (15th), the wafer off volume on the first day of the next month = (88000-80000) / 15 + 1200 = 1733 〇 In addition, for heuristic estimation, In other words, it is assumed that the bottleneck is in the yellow light region, the cycle time target is 2.2 μs / layer, and the output rate is 40,000 wafers / month. According to Li tt le formula, work in process = cycle time X output rate = 2.2 X 40000 = 88000. Therefore, it is converted into a yellow light layer to calculate · 880000 χ (the average number of layers of the batch / 2) = the number of layers remaining in all batches + the number of layers under the wafer χ average batch. Therefore, the wafer off-load quantity can be obtained. (4) Front-end balance (Front End Li in semiconductor factories, the front-end fluctuates greatly. As mentioned earlier, the characteristics of the furnace processing. Therefore, when the number of products will quickly accumulate. In the calculation of the front-end reasonable in-process Identified, it must have the WIP usually in front of the front-end machine to unload the wafer and the bottleneck tool or historical WIP data forecast. The bottom line plan needs to adjust the current WIP picture 2 The display according to this hair bow ie Balance) *. · * · _ ^ .... &gt; · Human products are usually ΐ! The furnace tube is unstable and the tube has the largest batch size and the furnace tube is unstable for a long time. In a short time, before the product level, the front-end bottleneck must have high utilization or large variability, so it accumulates. After the bottleneck tool is identified, the reasonable WIP water level can be simulated through, like the overall capacity limit, the wafer water level can reach the reasonable WIP water level. ^ Examples of integrated circuit manufacturers

五、發明說明(9) 晶Ή劃排程方法之操作流程。 排程:ΪΪ!實施例之積體電路製造廠之晶圓下貨▲“ 二:ί ’ :丄如步驟吻,驗明積體電路製造Λ 瓶續機台,並如步驟S22, &lt;敬中之 品水位。 /、疋瓶頸機台每日之合理在製 接者’如步驟S 2 3,仿储科1 能限制、主生產排程輸出Λ積體電路製造薇中之整體產 理右制σ y 目標需求、與瓶頸機台每曰〜 如步_,依據每一批率,且 晶圓下貨數量’由小至大將批貨進行排程二 =積體電路製造廠之晶圓下貨計劃。康後,如步驟從而 S26,依據每一批貨之生產限制調整晶稱下貨計割。驟 之後,積體電路製造廠之生產線g可依據晶圓下貨舛 2將相應之批貨下貨進行生產,以製造相應之積體= 積體電路製造廠每日之晶圓下貨數量為整體產 制、主生產排程輸出目標需求、與瓶頸機台每日之合^ =品水位之最小者。其中,主生產排程輸出目標需 體電路製造廠中當日之晶圓下貨目標數量。 马積 注意的是,當晶圓下貨計劃進行調整時,若有任 能限制貨批貨限制被違反且有其他可以放出的批貨存=座 時,違反部份的批或將被推出(Push 〇ut)且其他的批貨則 被拉入(Pull In)來補足原來的生產數量,且當晶圓下貨、V. Description of the invention (9) The operation flow of the crystal slicing scheduling method. Scheduling: ΪΪ! The wafers of the integrated circuit manufacturing plant of the embodiment are unloaded ▲ "Two: ί ': If the steps are kissed, verify that the integrated circuit manufactures the Λ bottle continuation machine, and follow step S22, &lt; The water level of the product is high. /, The bottleneck machine is a reasonable daily manufacturer. If step S 2 3, the imitation storage section 1 can limit the output of the main production schedule. Σ y target requirements, and bottleneck machines, such as step _, according to each batch rate, and the number of wafer shipments' from small to large batches of scheduling 2 = wafers of integrated circuit manufacturing plants Unloading plan. After the maintenance, if step S26 is performed, adjust the weighing and unloading according to the production limit of each batch of goods. After this step, the production line g of the integrated circuit manufacturing plant can be correspondingly based on the unloading of the wafer 2 The batches are released for production to produce the corresponding product. The integrated circuit manufacturing plant's daily wafer offload quantity is the overall production system, the main production schedule outputs the target demand, and the daily bottleneck machine is combined. ^ = The lowest product water level. Among them, the main production schedule output target needs to be under the wafer of the day in the bulk circuit manufacturing factory. The target quantity. Ma Ji noted that when the wafer off-loading plan is adjusted, if there are any restrictions that can restrict the shipment of the goods being violated and there are other batches of stock that can be released, the violating part of the batch may be rejected. Is pushed out (Push 〇ut) and other batches are pulled in (Pull In) to make up for the original production quantity, and when the wafer is released,

0503-8882TWF(Nl) : TSMC2002-0737;yianhou.ptd 第14頁 發明說明(10) 計劃經過調整之後,主生產 製造廠中當日之晶圓下貨目根出目標需求為積體電路 下貨目標數量。 τ 量加上過去未達成之晶圓 第3圖係顯示一晶圓下貨 排程輸出目標需求為每天5個批;排=子。假設主生產 個批貨、#天同一種產 、,產-限制上每天最多6 色的批貨每天最多3個批貨;上取夕4個批貨、第3圖中黑 合理在製品水位(RWIP)分別為g外,機q台每日(dl至d5)的 批貨依據其危急率(C/R)的大小排、阁8、與7 ;且每-順序(WSO)。 排列如圖所示之晶圓下貨 在此情況中,每曰夕曰 限制、主生產排程輸出目‘需求HWSQ)為—整體產能 在製品水位之最小者, 〆、'瓶#機台每日之合理 =5。d2應下貨的批貨數=1 ,的_數為—(5, 6’ 5):. 的批貨每天最多U; =,6,:) = ^ 下貨,而原先計劃於下—、此批貨a被強迫延至d3 ⑽應下貨的批貨數Jβ之批貨b被拉至d2下貨。 個批貨,而主生產排=n(5,6’3) = 3 ·,由於心只能下3 個批貨),因此下—Λ輸出目標需求為每天5個批貨(差2 每天W = 7個批貨二==產=程輸出目標需求增加為 min(5 + 2,6 8)-6 . 應不^的批貨數為 個批貨而d4僅能下6=的主生產排程輸出目標需求為7 產排程輸出ίΓ二Λ(差1個批貨),因此下-天的主生 下貨的批貨力;)為=6每天5+1=6個批貨,因此仏應0503-8882TWF (Nl): TSMC2002-0737; yianhou.ptd Page 14 Description of the invention (10) After the plan has been adjusted, the target under-wafer order in the main manufacturing plant for the day is based on the integrated circuit under-target Quantity. τ quantity plus wafers that have not been reached in the past. Figure 3 shows that a wafer is off-load. The target output demand is 5 batches per day; row = sub. Assume that the main production batches, #days of the same product, and the production-restriction maximum of 6 colors per day, a maximum of 3 batches per day; 4 batches on the evening, the black reasonable in-process water level in Figure 3 ( RWIP) are g, respectively, and the daily shipments of machines q (dl to d5) are ranked according to their critical rate (C / R), cabinet 8, and 7; and per-sequence (WSO). The wafers are arranged as shown in the figure. In this case, the limit, the main production schedule output (requirement HWSQ) is-the smallest overall product in-process water level, 〆, '瓶 # 机 台 every Reasonable date = 5. d2 The number of batches that should be dropped = 1 and the number of _ is-(5, 6 '5) :. The maximum number of batches per day is U; =, 6, :) = ^ Dropped, and originally planned to be dropped-, This batch of goods a is forced to be delayed to d3, and the batch of goods b that should be shipped Jβ is pulled to d2 to be shipped. Batches, and the main production row = n (5,6'3) = 3, because the heart can only place 3 batches, so the next-Λ output target demand is 5 batches per day (difference 2 per day W = 7 batches of two == production = process output target demand increased to min (5 + 2,6 8) -6. The number of batches that should not be ^ is a batch and d4 can only be 6 = the main production row The target demand of the process output is 7 production schedule output ΓΓ 2 Λ (a difference of 1 batch), so the next-day master's delivery capacity of the shipment;) = 6 5 + 1 = 6 batches per day, so Ying

200419629 五 發明說明(11) 因此’藉由本發明所提供 貨計劃排程方法,τ α # # # . I造廠之晶圓下 七命供有效的機制來同時去曰心卜 未與廠房產能的供應能力, j時考篁客戶需 圓下貨計畫卜並有效管Li積體電路製造廠内之晶 雜缺士政令欢s理與使用廠内的產能。 心阳 雖然本發明已以較佳實施例揭露如上, 限疋本發明,任何熟悉此項技藝者, =其並非用以 =;圍^當可做些許更動與潤飾,因此本二發明之精 範圍§視後附之申請專利範圍所界定者為準。1明之保護200419629 Fifth invention description (11) Therefore, by using the cargo planning and scheduling method provided by the present invention, τ α # # #. I have an effective mechanism for supplying seven lives under the wafers of the manufacturer to simultaneously say that the core capacity is not related to the capacity of the factory. The supply capacity is tested when the customer needs to complete the delivery plan and effectively manage the crystal miscellaneous orders in the Li integrated circuit manufacturing plant to manage and use the capacity in the plant. Xinyang Although the present invention has been disclosed in the preferred embodiment as above, it is limited to the present invention. Anyone who is familiar with this art, it is not used to .; It can be modified and retouched. Therefore, the fine scope of the two inventions §Subject to the scope of the patent application attached. 1 protection

0503-8882TW(Nl) ; TSMC2002-0737;yianhou.ptd 第16頁 2004196290503-8882TW (Nl); TSMC2002-0737; yianhou.ptd page 16 200419629

為使本發明之上述目的、特徵和優點能更明顯易懂, 下文特舉實施例,並配合所附圖示,進行詳細說明如下: 第1圖顯示一利用需求資料與固定的週期時間來計算 晶圓下貨計劃之例子。 第2圖為一流程圖係顯示依據本發明實施例之積體電 路製造廠之晶圓下貨計劃排程方法之操作流程。 第3圖係顯示一晶圓下貨計劃排程例子。 符號說明 S21、S22.....S26〜操作步驟; a、b〜批貨; d 1、d2、d3、d4、d5〜曰期. RWIP〜合理在製品水位; C / R〜危急率; wso〜晶圓下貨順序; WSQ〜晶圓下貨數量。In order to make the above-mentioned objects, features, and advantages of the present invention more comprehensible, the following specific examples are given in conjunction with the accompanying drawings to explain in detail as follows: Figure 1 shows a calculation using demand data and a fixed cycle time. An example of a wafer offloading plan. FIG. 2 is a flowchart showing an operation flow of a method for scheduling a wafer off-loading plan of a integrated circuit manufacturing plant according to an embodiment of the present invention. Figure 3 shows an example of a wafer pick-up schedule. Symbol description S21, S22, ..., S26 ~ operation steps; a, b ~ batch; d1, d2, d3, d4, d5 ~ date. RWIP ~ reasonable work in progress water level; C / R ~ critical rate; wso ~ wafer order; WSQ ~ wafer order.

Claims (1)

200419629200419629 1 · 一種積體電路製造廠之晶圓下貨計劃排程方法, 括下列步驟: 決定至少一瓶頸機台每日之一合理在製品水位; 依據該積體電路製造廠中之一整體產能限制與一主 產排程(MPS)輸出目標需求、與該瓶頸機台每日之該合理 ,製HP水位,決定戎積體電路製造廠每日之一晶圓下貨數 計算相應每一複數個批貨之一危急率;以及 ,—依據每一該等批貨之該危急率大小與該積體電路製造 廠母日之5亥晶圓下知數量,由小至大將該等批貨進行排 程’從而完成該積體電路製造廠之該晶圓下貨計劃。 W ^如申請專利範圍第1項所述之積缕電路製造廠之晶 圓下:h计劃排程方法,更包括驗明該積遍電路製造廠中 該瓶頸機台。 3 ·如申請專利範圍第1項所述之積體電路製造廠之晶 圓下貨計劃排程方法,更包括依據每一該等批貨之生產限 制調整該晶圓下貨計劃。 〇 \如申請專利範圍第1項所述之積體電路製造廠之晶 ,下貨計劃排程方法,其中該主生產排程輸出目標需求為 该積體電路製造廠中當日之晶圓下貨目標數量。 。5 ·如申凊專利範圍第4項所述之積體電路製造廠之晶 ,下^冲劃排程方法,其中該積體電路製造薇每日之該晶 圓下^數昼為該整體產能限制、該主生產排程輸出目標需 求、與邊瓶頸機台每日之該合理在製品水位之最小者。1 · A wafer loading plan scheduling method for an integrated circuit manufacturing plant, including the following steps: determining at least one bottleneck machine's daily work-in-progress water level; based on an overall capacity limit of the integrated circuit manufacturing plant With a main production schedule (MPS) output target demand, and the bottleneck machine's daily reasonable, the HP water level is determined, and the number of wafers shipped per day at Rongji Circuit Manufacturing Factory is calculated accordingly. Critical rate of one batch of shipments; and, — According to the magnitude of the criticality of each batch of shipments and the number of known wafers on the mother day of the integrated circuit manufacturing plant, the batches are processed from small to large Schedule 'to complete the wafer offloading plan of the integrated circuit manufacturing plant. W ^ According to the crystal of the product manufacturing circuit manufacturer described in item 1 of the patent application, the circle: h plan scheduling method, and further includes identifying the bottleneck machine in the product manufacturing circuit factory. 3. The method of scheduling the wafer round-off plan of the integrated circuit manufacturing plant as described in item 1 of the scope of the patent application, further including adjusting the wafer round-off plan based on the production restrictions of each of these batches. 〇 \ As the crystal of the integrated circuit manufacturing plant described in item 1 of the scope of the patent application, the method of scheduling the delivery plan, wherein the target output demand of the main production schedule is the wafer delivery of the day in the integrated circuit manufacturing plant. The number of goals. . 5 · According to the method described in item 4 of the patent scope of the integrated circuit manufacturing factory, the method of scheduling is described below, in which the integrated circuit manufacturing process is performed on the wafer every day for the entire production capacity. Limitation, the target output of the main production schedule, and the minimum of the reasonable work-in-process water level of the side bottleneck machine daily. 200419629 六、申請專利範圍 6.如申請專利範圍第3項所述之積體電路製造 圓下貨計劃排程方法,《中該主生產排程輸 曰曰 路製造廠中當曰之晶圓下貨目標數量加 達成之晶圓下貨目標數量。 7·如申請專利範圍第1項所述之積體電路製造廠之曰 圓下貨計劃排程m中該危急率係用以評^每廠一之批B曰 的急迫程度,且危急率係依據下述公式計算: 、 C/R = (MPS日期-w/S日期)/(預測週期時間) 之交ί二C/R:A;急率、Mps曰期為主生產排程中所產生 父 &gt; 曰』,或父知曰期扣去一緩衝時間、w/s曰 圓下貨的時間、且預測週期時間為產品所時門曰曰 /或等待時間。 王座時間與 % =體電路產品製造方法,包:¾下列步驟: 疋v 一瓶頸機台每日之一合理在製品水位· 依據該積體電路製造廠中之一整體產能限制與丄斗 產排程(MPS)輸出目標需求、與該瓶頸機台每日之誃 二製品水位,*定該積體電路製造廠每曰之一晶圓;口貨數 廠之該晶圓下貨計劃;以及 相應之該等批貨進行下貨, 計算相應每一複數個批貨 依據每一該等批貨之該危 廠母日之該晶圓下貨數量,由 程,從而完成該積體電路製造 依據該晶圓下貨計劃來將 以製造相應之積體電路產品。 之一危急率; 急率大小與该積體電路製 φ 小至大將該等批貨進= 广200419629 6. Application Patent Scope 6. As described in the integrated circuit manufacturing round-off plan scheduling method described in item 3 of the scope of application for patents, "The main production schedule is lost under the wafer in the manufacturing factory in Dianluo Road. The target number of shipments plus the target quantity of wafers delivered. 7. According to the integrated circuit manufacturer's round-off plan schedule m described in item 1 of the scope of the patent application, the emergency rate is used to evaluate the urgency of batch B, one per factory, and the emergency rate is Calculated according to the following formula: C / R = (MPS date-w / S date) / (predicted cycle time) at the turn of the two C / R: A; rush rate, Mps date produced in the main production schedule "Parent>" or "Parent's Day" deducts a buffer time, w / s time round off time, and the predicted cycle time is the door time and / or waiting time of the product. Throne time and% = method of manufacturing physical circuit products, including: ¾ the following steps: 疋 v a bottleneck machine daily reasonable work-in-progress water level · according to one of the integrated circuit manufacturing plant's overall capacity limit and production capacity scheduling Process (MPS) output target demand, and the daily product water level of the bottleneck machine, determine one wafer per day for the integrated circuit manufacturing plant; the wafer delivery plan for the number of factories; and corresponding Dispatch the batches of goods, calculate the corresponding batches of batches based on the number of wafers shipped on the mother day of the dangerous factory for each batch of shipments, and complete the manufacturing of the integrated circuit. Wafer shipment plans will be used to manufacture the corresponding integrated circuit products. One of the critical rate; the magnitude of the critical rate and the integrated circuit system are as small as large and the batch of goods is imported = 200419629200419629 、9 ·如申凊專利範圍第8項所述之積體電路產品製造方 法,更包括驗明該積體電路製造廠中之該瓶頸機台。 1 〇 ·如申凊專利範圍第8項所述之積體電路產品製造方 二二更包括依據每一該等批貨之生產限制調整該晶圓下 意I丨。 貝 11 ·如申請專利範圍第8項 法,其中該主生產排程輸出目 中當曰之晶圓下貨目標數量。 所述之積體電路產品製造方 標需求為該積體電路製造礙9) The method for manufacturing integrated circuit products as described in item 8 of the scope of the patent application for Shenyang, including the identification of the bottleneck machine in the integrated circuit manufacturing plant. 1 〇 The manufacturer of integrated circuit products as described in item 8 of the patent scope of Shenyin 22 also includes adjusting the wafer intention I 丨 according to the production limit of each of these batches. Be 11: If the method of patent application No. 8 method, in which the main production schedule outputs the target quantity of wafer offload at the moment. The demand for the integrated circuit product manufacturing standard is an obstacle to the manufacture of the integrated circuit. 12·如申請專利範圍第11項所述之積體電路產品製造 =法,其中該積體電路製造廠每日之該晶圓下貨數量為誃 1體產能限制、該主生產排程輸出目標需&amp; ‘ 台每日之該合理在製品水位之最小者€ 貝機 、13.如申請專利範圍第10項所述之|體電路產品製造 方法,其中該主生產排程輸出目標需來為該積體電路製造 廠中當曰之晶圓下貨目標數量加上過去未達成之晶圓^ 目標數量。 、 14·如申請專利範圍第8項所述之積體電路產品製造方 法,其中該危急率係用以評估每一批貨的急迫程度,且 急率係依據下述公式計算: C/R = (MPS日期-W/S日期)/(預測週期時間) 其中’ C/R為危急率、MPS曰期為主生產排程中所產生 之父隻曰期’或父貨曰期扣去一缓衝時間、w / S曰期為晶 圓下貨的時間、且預測週期時間為產品所需之生產時09 /或等待時間。 门”12. The integrated circuit product manufacturing method described in item 11 of the scope of application for a patent, wherein the daily quantity of the wafers that the integrated circuit manufacturing plant orders is 誃 1, the production capacity limit, and the main production schedule output target Requires &amp; 'the minimum of the reasonable work-in-progress water level per day. 贝, 13. The manufacturing method of the bulk circuit product as described in item 10 of the scope of patent application, where the output target of the main production schedule needs to be The number of wafer shipment targets in the integrated circuit manufacturing plant at that time plus the number of wafers that have not been reached in the past ^. 14. The method of manufacturing integrated circuit products as described in item 8 of the scope of patent application, wherein the emergency rate is used to evaluate the urgency of each batch of goods, and the emergency rate is calculated according to the following formula: C / R = (MPS date-W / S date) / (predicted cycle time) where 'C / R is the critical rate and the MPS date is the parent date only generated in the production schedule' or the parent date is deducted for a while The punch time, w / S date is the time when the wafer is unloaded, and the predicted cycle time is 09 / or the waiting time when the product is required. door" 200419629 六、申請專利範圍 1 5 · —種積體電路產品,依據申請直〜m ^ 之積體電路產品製造方法進行製造。1範圍第8項所述 16. 一種Λ體二路方產二依*據申請專利範圍第9 _ 之積體電路產品製造方法進仃製造。 17. —種積體電路產品,依據申請專利範圍第1〇項所 述之積體電路產品製造方法進行製造。 18. —種積體電路產品,依據申請專利範圍第丨丨項 述之積體電路產品製造方法進行製造。 19· 一種積體電路產品,依據申請專利範圍第12項 述之積體電路產品製造方法進行製造。 、 20· —種積體電路產品,依據申請專利範圍第13項 述之積體電路產品製造方法進行製造。3 、 21· —種積體電路產印’依據申請雇利範圍第1 4項 述之積體電路產品製造方法進行製造。5 '订 0503-8882TWF(Nl) ; TSMC2002-0737;yianhou.ptd 第21頁200419629 VI. Scope of patent application 1 5 · —A kind of integrated circuit product is manufactured in accordance with the application of the method for manufacturing integrated circuit products. 1 Scope of Item 8 16. A Λ-body two-way formula made by Yiyi * is manufactured according to the method for manufacturing integrated circuit products of the scope of application for patent No. 9 _. 17. —A kind of integrated circuit product is manufactured according to the manufacturing method of integrated circuit product described in Item 10 of the scope of patent application. 18. —A kind of integrated circuit product is manufactured according to the manufacturing method of integrated circuit product described in item 丨 丨 of the scope of patent application. 19. An integrated circuit product manufactured in accordance with the method for manufacturing an integrated circuit product described in item 12 of the scope of patent application. 20 · —A kind of integrated circuit product, which is manufactured according to the manufacturing method of integrated circuit product described in item 13 of the scope of patent application. 3, 21 · —Semiconductor circuit product printing is manufactured according to the method for manufacturing integrated circuit products described in item 14 of the scope of employment benefits. 5 'order 0503-8882TWF (Nl); TSMC2002-0737; yianhou.ptd page 21
TW092115511A 2003-03-21 2003-06-09 A wafer start plan scheduling method for an IC foundry TWI222664B (en)

Applications Claiming Priority (1)

Application Number Priority Date Filing Date Title
US10/394,604 US6892106B2 (en) 2003-03-21 2003-03-21 Balancing work release based on both demand and supply variables

Publications (2)

Publication Number Publication Date
TW200419629A true TW200419629A (en) 2004-10-01
TWI222664B TWI222664B (en) 2004-10-21

Family

ID=32988419

Family Applications (1)

Application Number Title Priority Date Filing Date
TW092115511A TWI222664B (en) 2003-03-21 2003-06-09 A wafer start plan scheduling method for an IC foundry

Country Status (2)

Country Link
US (1) US6892106B2 (en)
TW (1) TWI222664B (en)

Families Citing this family (23)

* Cited by examiner, † Cited by third party
Publication number Priority date Publication date Assignee Title
US7797062B2 (en) * 2001-08-10 2010-09-14 Rockwell Automation Technologies, Inc. System and method for dynamic multi-objective optimization of machine selection, integration and utilization
US20090204237A1 (en) * 2001-08-10 2009-08-13 Rockwell Automation Technologies, Inc. System and method for dynamic multi-objective optimization of machine selection, integration and utilization
US9729639B2 (en) * 2001-08-10 2017-08-08 Rockwell Automation Technologies, Inc. System and method for dynamic multi-objective optimization of machine selection, integration and utilization
US8417360B2 (en) * 2001-08-10 2013-04-09 Rockwell Automation Technologies, Inc. System and method for dynamic multi-objective optimization of machine selection, integration and utilization
US8914300B2 (en) * 2001-08-10 2014-12-16 Rockwell Automation Technologies, Inc. System and method for dynamic multi-objective optimization of machine selection, integration and utilization
US20090210081A1 (en) * 2001-08-10 2009-08-20 Rockwell Automation Technologies, Inc. System and method for dynamic multi-objective optimization of machine selection, integration and utilization
JP2005135280A (en) * 2003-10-31 2005-05-26 Fujitsu Ltd Production scheme planning method and device
US7103436B2 (en) * 2004-01-29 2006-09-05 International Business Machines Corporation Method for optimizing foundry capacity
US20050216370A1 (en) * 2004-03-01 2005-09-29 Taiwan Semiconductor Manufacturing Co., Ltd. Method for using a recovery trend parameter to determine an optimal forecast date
US6920366B1 (en) * 2004-03-04 2005-07-19 Taiwan Semiconductor Manufacturing Co., Ltd. Heuristics for efficient supply chain planning in a heterogeneous production line
US7069098B2 (en) * 2004-08-02 2006-06-27 Advanced Micro Devices, Inc. Method and system for prioritizing material to clear exception conditions
US7003365B1 (en) * 2004-12-02 2006-02-21 Taiwan Semiconductor Manufacturing Co., Ltd. System and method of reserving capacity for a pre-process order
US7881961B2 (en) * 2005-02-10 2011-02-01 International Business Machines Corporation Method and system of managing a business process
US7590461B2 (en) * 2006-04-06 2009-09-15 International Business Machines Corporation Large scale supply planning
US7613536B2 (en) * 2006-04-06 2009-11-03 International Business Machines Corporation Method for calculating a materials requirements plan for demands containing multiple demand dates and priorities
US7590463B2 (en) * 2006-04-06 2009-09-15 International Business Machines Corporation Supply consumption optimization and multiple component utilization
US20090264225A1 (en) * 2008-04-17 2009-10-22 Lee William B Golf tee
US20090299511A1 (en) * 2008-05-30 2009-12-03 International Business Machines Corporation Method of releasing units in a production facility
US8549527B2 (en) 2010-08-25 2013-10-01 International Business Machines Corporation Work plan prioritization for application development and maintenance using pooled resources in a factory
US8612578B2 (en) 2011-03-10 2013-12-17 International Business Machines Corporation Forecast-less service capacity management
US9443217B2 (en) * 2013-03-05 2016-09-13 Accenture Global Services Limited Manufacturing quality inspection and analytics system
TWI529633B (en) * 2013-08-12 2016-04-11 國立清華大學 Photolithography capacity planning system and planning method thereof
US20170289242A1 (en) * 2016-03-31 2017-10-05 David Keppel Technologies for dynamic work queue management

Family Cites Families (17)

* Cited by examiner, † Cited by third party
Publication number Priority date Publication date Assignee Title
US5586021A (en) * 1992-03-24 1996-12-17 Texas Instruments Incorporated Method and system for production planning
US5544350A (en) * 1994-07-05 1996-08-06 Taiwan Semiconductor Manufacturing Co. Ratio of running work in progress
US5546326A (en) * 1995-04-04 1996-08-13 Taiwan Semiconductor Manufacturing Company Ltd Dynamic dispatching rule that uses long term due date and short term queue time to improve delivery performance
US5612886A (en) * 1995-05-12 1997-03-18 Taiwan Semiconductor Manufacturing Company Ltd. Method and system for dynamic dispatching in semiconductor manufacturing plants
US5826238A (en) * 1996-04-02 1998-10-20 Taiwan Semiconductor Manufacturing Daily target generation and machine allocation with priority
US5751580A (en) * 1996-07-26 1998-05-12 Chartered Semiconductor Manufacturing, Ltd. Fuzzy logic method and system for adjustment of priority rating of work in process in a production line
US5818716A (en) * 1996-10-18 1998-10-06 Taiwan Semiconductor Manufacturing Company Ltd. Dynamic lot dispatching required turn rate factory control system and method of operation thereof
US5928389A (en) * 1996-10-21 1999-07-27 Applied Materials, Inc. Method and apparatus for priority based scheduling of wafer processing within a multiple chamber semiconductor wafer processing tool
US5880960A (en) * 1997-01-27 1999-03-09 Taiwan Semiconductor Manufacturing Company, Ltd. Method to improve WIP balance in a manufacturing line
US5825650A (en) * 1997-03-11 1998-10-20 Taiwan Semiconductor Manufacturing Co., Ltd. Method for determining standard cycle time of a stage dynamically
US5841677A (en) * 1997-05-21 1998-11-24 Taiwan Semiconductor Manufacturing Co., Ltd. Method and apparatus for dispatching lots in a factory
US5943484A (en) * 1997-09-26 1999-08-24 International Business Machines Corporation Advanced material requirements planning in microelectronics manufacturing
US6263253B1 (en) * 1998-11-24 2001-07-17 Taiwan Semiconductor Manufacturing Co., Ltd. Method for allocating bottleneck resources
US6356797B1 (en) * 1999-01-04 2002-03-12 Taiwan Semiconductor Manufacturing Co., Ltd. Method for automatic scheduling of production plan
US6353769B1 (en) * 1999-03-22 2002-03-05 Taiwan Semiconductor Manufacturing Company Method for allocating lot priority by ranking lots as a function of budget queue time in a manufacturing control system
US6415260B1 (en) * 1999-04-21 2002-07-02 Taiwan Semiconductor Manufacturing Co., Ltd Dynamic capacity demand forecast system
US6434443B1 (en) * 1999-05-17 2002-08-13 Taiwan Semiconductor Manufacturing Company Method for performing dynamic re-scheduling of fabrication plant

Also Published As

Publication number Publication date
US6892106B2 (en) 2005-05-10
TWI222664B (en) 2004-10-21
US20040186605A1 (en) 2004-09-23

Similar Documents

Publication Publication Date Title
TW200419629A (en) A wafer start plan scheduling method for an IC foundry
Leachman et al. SLIM: Short cycle time and low inventory in manufacturing at Samsung Electronics
US6647307B1 (en) Method for controlling queue time constraints in a fabrication facility
US5546326A (en) Dynamic dispatching rule that uses long term due date and short term queue time to improve delivery performance
US7349751B2 (en) Method for autonomic control of a manufacturing system
US7623936B1 (en) Determining scheduling priority using queue time optimization
US7483761B2 (en) System and method of demand and capacity management
TW200428462A (en) Method for manufacturing planning
TW200537343A (en) Method of production control and method of manufacturing industrial product
JP2013033466A5 (en)
Hassoun et al. A new high-volume/low-mix simulation testbed for semiconductor manufacturing
DE102006025406A1 (en) Method and system for controlling process plants by interrupting process tasks depending on the task priority
US7072731B1 (en) Starvation avoidance lot start agent (SALSA)
Eivazy et al. A developed production control and scheduling model in the semiconductor manufacturing systems with hybrid make-to-stock/make-to-order products
JPH11345267A (en) Method and system for supporting inventory management job
TWI246108B (en) System and method for automated dispatch and transportation of work-in-process
CN105988439A (en) Capacity optimization method based on dynamic stock load prediction
Lee et al. Daily stepper scheduling rule in the semiconductor manufacturing for MTO products
US7003365B1 (en) System and method of reserving capacity for a pre-process order
US9870547B2 (en) System and method of demand and capacity management
JP3983061B2 (en) production management system
Beeg Wafer fab cycle forecast under changing loading situations
JP2004152052A (en) Production management method and manufacturing method of electronic equipment
Lin et al. The study of the cycle time improvement by work‐in‐process statistical process control method for IC foundry manufacturing
JP2008077370A (en) Production management system and production management method

Legal Events

Date Code Title Description
MM4A Annulment or lapse of patent due to non-payment of fees